语音类型和解码器的性别在识别普通话情感语言中的作用
Yajie Chang1, Xiaoxiang Chen1, Fei Chen1
1School of Foreign Languages, Hunan University, Changsha, China.
Journal of speech, language, and hearing research : JSLHR
|October 20, 2023
概括
语音类型显著影响普通话语中愤怒,恐惧和中立的识别,而解码器性别影响恐惧和中立的感知. 悲伤和快乐的识别不太依赖于音调类型.
科学领域:
- 语言学的语言学.
- 心理学 心理学 心理学
- 语音科学 语言科学
背景情况:
- 精确地捕捉声调类型 (呼吸,模态,压力) 对于识别语言中的情绪至关重要.
- 发音类型和解码器性别对情绪语音感知的影响仍然未被充分探索.
研究的目的:
- 为了调查发音类型和解码器性别在普通话情感语音识别中的作用.
- 应用修改后的布伦斯维克镜头模型来理解这些感知影响.
主要方法:
- 利用发达语音合成来创建刺激.
- 对55名参与者 (28名男性,27名女性) 进行了识别任务,使用五种情绪和五种音调类型的200种刺激.
- 分析了使用重复测量ANOVAs的识别准确性和混数据.
主要成果:
- 高精度识别愤怒来自压力和恐惧来自呼吸刺激.
- 在所有音调类型中,悲伤的识别率很高,而快乐的识别率很低.
- 与男性解码器不同,女性解码器在识别恐惧方面更准确,不太可能误解中立性.
结论:
- 语音类型对于识别愤怒,恐惧和中立性至关重要,但对于悲伤或幸福来说并不重要.
- 解码器性别显著影响中立和恐惧的感知.
- 这些发现支持修改后的布伦斯维克镜片模型,并对临床群体产生影响.
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